Cholesky< ValueType, IndexType > Class Template Reference

Cholesky&lt; ValueType, IndexType &gt; Class Template Reference#

Reference API: gko::experimental::factorization::Cholesky< ValueType, IndexType > Class Template Reference
Reference API
gko::experimental::factorization::Cholesky< ValueType, IndexType > Class Template Reference

#include <ginkgo/core/factorization/cholesky.hpp>

Inheritance diagram for gko::experimental::factorization::Cholesky< ValueType, IndexType >:
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Classes

struct  parameters_type
 

Public Types

using value_type = ValueType
 
using index_type = IndexType
 
using matrix_type = matrix::Csr< value_type, index_type >
 
using sparsity_pattern_type = matrix::SparsityCsr< value_type, index_type >
 
using factorization_type = Factorization< value_type, index_type >
 
- Public Types inherited from gko::EnablePolymorphicAssignment< Cholesky< ValueType, IndexType > >
using result_type = Cholesky< ValueType, IndexType >
 
- Public Types inherited from gko::ConvertibleTo< ResultType >
using result_type = ResultType
 

Public Member Functions

const parameters_typeget_parameters ()
 
const parameters_typeget_parameters () const
 
std::unique_ptr< factorization_typegenerate (std::shared_ptr< const LinOp > system_matrix) const
 
- Public Member Functions inherited from gko::EnableAbstractPolymorphicObject< AbstractObject, PolymorphicBase >
std::unique_ptr< AbstractObject > create_default (std::shared_ptr< const Executor > exec) const
 
std::unique_ptr< AbstractObject > create_default () const
 
std::unique_ptr< AbstractObject > clone (std::shared_ptr< const Executor > exec) const
 
std::unique_ptr< AbstractObject > clone () const
 
AbstractObject * copy_from (const PolymorphicObject *other)
 
template<typename Derived >
std::enable_if_t< std::is_base_of< PolymorphicObject, std::decay_t< Derived > >::value, AbstractObject > * copy_from (std::unique_ptr< Derived > &&other)
 
template<typename Derived >
std::enable_if_t< std::is_base_of< PolymorphicObject, std::decay_t< Derived > >::value, AbstractObject > * copy_from (const std::unique_ptr< Derived > &other)
 
AbstractObject * copy_from (const std::shared_ptr< const PolymorphicObject > &other)
 
AbstractObject * move_from (ptr_param< PolymorphicObject > other)
 
AbstractObject * clear ()
 
- Public Member Functions inherited from gko::PolymorphicObject
PolymorphicObjectoperator= (const PolymorphicObject &)
 
std::unique_ptr< PolymorphicObjectcreate_default (std::shared_ptr< const Executor > exec) const
 
std::unique_ptr< PolymorphicObjectcreate_default () const
 
std::unique_ptr< PolymorphicObjectclone (std::shared_ptr< const Executor > exec) const
 
std::unique_ptr< PolymorphicObjectclone () const
 
PolymorphicObjectcopy_from (const PolymorphicObject *other)
 
template<typename Derived , typename Deleter >
std::enable_if_t< std::is_base_of< PolymorphicObject, std::decay_t< Derived > >::value, PolymorphicObject > * copy_from (std::unique_ptr< Derived, Deleter > &&other)
 
template<typename Derived , typename Deleter >
std::enable_if_t< std::is_base_of< PolymorphicObject, std::decay_t< Derived > >::value, PolymorphicObject > * copy_from (const std::unique_ptr< Derived, Deleter > &other)
 
PolymorphicObjectcopy_from (const std::shared_ptr< const PolymorphicObject > &other)
 
PolymorphicObjectmove_from (ptr_param< PolymorphicObject > other)
 
PolymorphicObjectclear ()
 
std::shared_ptr< const Executorget_executor () const noexcept
 
- Public Member Functions inherited from gko::log::EnableLogging< PolymorphicObject >
void add_logger (std::shared_ptr< const Logger > logger) override
 
void remove_logger (const Logger *logger) override
 
void remove_logger (ptr_param< const Logger > logger)
 
const std::vector< std::shared_ptr< const Logger > > & get_loggers () const override
 
void clear_loggers () override
 
- Public Member Functions inherited from gko::log::Loggable
void remove_logger (ptr_param< const Logger > logger)
 
- Public Member Functions inherited from gko::EnablePolymorphicAssignment< Cholesky< ValueType, IndexType > >
void convert_to (result_type *result) const override
 
void move_to (result_type *result) override
 
- Public Member Functions inherited from gko::ConvertibleTo< ResultType >
virtual void convert_to (result_type *result) const =0
 
void convert_to (ptr_param< result_type > result) const
 
virtual void move_to (result_type *result)=0
 
void move_to (ptr_param< result_type > result)
 

Static Public Member Functions

static parameters_type build ()
 
static parameters_type parse (const config::pnode &config, const config::registry &context, const config::type_descriptor &td_for_child=config::make_type_descriptor< ValueType, IndexType >())
 

Protected Member Functions

 Cholesky (std::shared_ptr< const Executor > exec, const parameters_type &params={})
 
std::unique_ptr< LinOpgenerate_impl (std::shared_ptr< const LinOp > system_matrix) const override
 
- Protected Member Functions inherited from gko::EnablePolymorphicObject< Cholesky< ValueType, IndexType >, LinOpFactory >
std::unique_ptr< PolymorphicObjectcreate_default_impl (std::shared_ptr< const Executor > exec) const override
 
PolymorphicObjectcopy_from_impl (const PolymorphicObject *other) override
 
PolymorphicObjectcopy_from_impl (std::unique_ptr< PolymorphicObject > other) override
 
PolymorphicObjectmove_from_impl (PolymorphicObject *other) override
 
PolymorphicObjectmove_from_impl (std::unique_ptr< PolymorphicObject > other) override
 
PolymorphicObjectclear_impl () override
 
- Protected Member Functions inherited from gko::PolymorphicObject
 PolymorphicObject (std::shared_ptr< const Executor > exec)
 
 PolymorphicObject (const PolymorphicObject &other)
 
- Protected Member Functions inherited from gko::log::EnableLogging< PolymorphicObject >
void log (Params &&... params) const
 

Friends

class EnablePolymorphicObject< Cholesky, LinOpFactory >
 
class enable_parameters_type< parameters_type, Cholesky >
 

Additional Inherited Members

- Protected Attributes inherited from gko::log::EnableLogging< PolymorphicObject >
std::vector< std::shared_ptr< const Logger > > loggers_
 

Detailed Description

template<typename ValueType, typename IndexType>
class gko::experimental::factorization::Cholesky< ValueType, IndexType >

Computes a Cholesky factorization of a symmetric, positive-definite sparse matrix. This LinOpFactory returns a Factorization storing the L and L^H factors for the provided system matrix in matrix::Csr format. If no symbolic factorization is provided, it will be computed first. It expects all fill-in entries to be present in the symbolic factorization. If the symbolic factorization is missing some entries, please refer to Ic.

Template Parameters
ValueTypethe type used to store values of the system matrix
IndexTypethe type used to store sparsity pattern indices of the system matrix

Member Function Documentation

◆ build()

template<typename ValueType , typename IndexType >
static parameters_type gko::experimental::factorization::Cholesky< ValueType, IndexType >::build ( )
inlinestatic

Creates a new parameter_type to set up the factory.

◆ generate()

template<typename ValueType , typename IndexType >
std::unique_ptr< factorization_type > gko::experimental::factorization::Cholesky< ValueType, IndexType >::generate ( std::shared_ptr< const LinOp system_matrix) const

Note
This function overrides the default LinOpFactory::generate to return a Factorization instead of a generic LinOp, which would need to be cast to Factorization again to access its factors. It is only necessary because smart pointers aren't covariant.

◆ get_parameters() [1/2]

template<typename ValueType , typename IndexType >
const parameters_type & gko::experimental::factorization::Cholesky< ValueType, IndexType >::get_parameters ( )
inline

Returns the parameters used to construct the factory.

Returns
the parameters used to construct the factory.

◆ get_parameters() [2/2]

template<typename ValueType , typename IndexType >
const parameters_type & gko::experimental::factorization::Cholesky< ValueType, IndexType >::get_parameters ( ) const
inline

Returns the parameters used to construct the factory.

Returns
the parameters used to construct the factory.

◆ parse()

template<typename ValueType , typename IndexType >
static parameters_type gko::experimental::factorization::Cholesky< ValueType, IndexType >::parse ( const config::pnode config,
const config::registry context,
const config::type_descriptor td_for_child = config::make_type_descriptor< ValueType, IndexType >() 
)
static

Create the parameters from the property_tree. Because this is directly tied to the specific type, the value/index type settings within config are ignored and type_descriptor is only used for children configs.

Parameters
configthe property tree for setting
contextthe registry
td_for_childthe type descriptor for children configs. The default uses the value/index type of this class.
Returns
parameters

The documentation for this class was generated from the following file: